Researcher profile

Blake A. Hechtman

2 papers in the PaperMetrix corpus

Publications

Papers by this author

TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s

2022 · arXiv (Cornell University)

This paper presents a novel nearest neighbor search algorithm achieving TPU (Google Tensor Processing Unit) peak performance, outperforming state-of-the-art GPU algorithms with similar level of recall. The design of the proposed algorithm is motivated by …
Scaling Language Models: Methods, Analysis & Insights from Training Gopher

2021 · arXiv (Cornell University)

Language modelling provides a step towards intelligent communication systems by harnessing large repositories of written human knowledge to better predict and understand the world. In this paper, we present an analysis of Transformer-based language model …